Educational modality and performance: Differential patterns by major in a university cohort before, during, and after the COVID-19 pandemic

Authors

DOI:

https://doi.org/10.56294/saludcyt20252266

Keywords:

Virtuality, Academic trajectories, Institutional adaptation, Educational disruptions, Disciplinary heterogeneity

Abstract

Introduction: the COVID-19 pandemic forced a transition to virtual education in universities, generating differentiated effects according to academic discipline. This study examines how educational modality changes impacted academic performance heterogeneously among university programs.
Methods: a descriptive longitudinal study was conducted with a fixed cohort of 442 university students from five programs (Accounting and Auditing, Information Technology, Nursing, Clinical Laboratory, and Civil Engineering) over seven academic periods. Three phases were analyzed: pre-COVID face-to-face (PII_2019), virtual during-COVID (PI_2020-PII_2021), and post-COVID face-to-face (PI_2022-PII_2022), using semester averages on a 0-20 point scale.
Results: health programs experienced improvements during virtuality, with Clinical Laboratory (+1,20 points) and Nursing (+0,94 points) showing the greatest increases. Upon returning to face-to-face instruction, all programs declined, with Civil Engineering being the most affected (-1,60 points). The final balance revealed positive outcomes only in health programs: Clinical Laboratory (+0,37 points) and Nursing (+0,28 points), while others recorded significant net losses.
Conclusions: results evidence a marked post-pandemic disciplinary polarization, where health programs demonstrated greater capacity for adaptation and sustainability of academic achievements, contrasting with technical disciplines that experienced substantial losses, suggesting the need for differentiated educational strategies by knowledge area.

References

1. Lemay DJ, Bazelais P, Doleck T. Transition to online learning during the COVID-19 pandemic. Computers in Human Behavior Reports. agosto de 2021;4:100130.

2. Endris AA, Molla YS. University students’ perceptions and practices of online learning in Ethiopia. HESWBL. el 8 de noviembre de 2023;13(6):1327–38.

3. Hambali S, Akbaruddin A, Bustomi D, Rifai A, Iskandar T, Ridlo AF, et al. The Effectiveness Learning of Physical Education on Pandemic COVID-19. saj. marzo de 2021;9(2):219–23.

4. Aristovnik A, Keržič D, Ravšelj D, Tomaževič N, Umek L. Impacts of the COVID-19 Pandemic on Life of Higher Education Students: A Global Perspective. Sustainability. el 13 de octubre de 2020;12(20):8438.

5. Alzahrani HA, Shati AA, Bawahab MA, Alamri AA, Hassan B, Patel AA, et al. Students’ perception of asynchronous versus synchronous distance learning during COVID-19 pandemic in a medical college, southwestern region of Saudi Arabia. BMC Med Educ. el 23 de enero de 2023;23(1):53.

6. Rapanta C, Botturi L, Goodyear P, Guàrdia L, Koole M. Balancing Technology, Pedagogy and the New Normal: Post-pandemic Challenges for Higher Education. Postdigit Sci Educ. octubre de 2021;3(3):715–42.

7. Ahmad A, Heny Sri Astutik. Blended Learning Through Learning Manajement System In Mathematic Of Statistic And Opportunity : Students’ Perception. INOMATIKA. el 31 de julio de 2023;5(2):104–12.

8. Treve M. What COVID-19 has introduced into education: challenges Facing Higher Education Institutions (HEIs). Higher Education Pedagogies. el 1 de enero de 2021;6(1):212–27.

9. Foo C chung, Cheung B, Chu K man. A comparative study regarding distance learning and the conventional face-to-face approach conducted problem-based learning tutorial during the COVID-19 pandemic. BMC Med Educ. diciembre de 2021;21(1):141.

10. Santos Flores JM, Santos Flores I, Marroquin Escamilla AR, Rodriguez Vidales EP, Trujillo Hernández PE. Educación en enfermería durante la pandemia: Sesiones de formación virtuales y rendimiento académico. RINVE. el 31 de mayo de 2024;2(1):46–56.

11. García-Montalvo IA. Aprendizaje autorregulado en médicos de pregrado en época de COVID-19. Inv Ed Med. el 7 de abril de 2021;10(38):16–22.

12. Tarrillo Saldaña O, Mejía Huamán J, Chilón Camacho WM, Cabrera Cabrera OH. Factores socioeconómicos y académicos asociados al bajo rendimiento académico en estudiantes de educación superior. Pakamuros. el 27 de diciembre de 2023;11(4):1–15.

13. Romero Gutiérrez JM, Zambrano Ortega TJ. Modalidades de aprendizaje y rendimiento académico en estudiantes universitarios. RIDE [Internet]. el 17 de febrero de 2023 [citado el 29 de agosto de 2025];13(26). Disponible en: http://www.ride.org.mx/index.php/RIDE/article/view/1406

14. Zamora-Robles WE, Talavera-Sánchez OJ, González-Carrillo E, Parra-Acosta H, Barrio-Echavarría GF. La salud mental durante la pandemia por COVID-19 y su efecto en el desempeño académico en estudiantes de la licenciatura en medicina. RMEM. el 28 de septiembre de 2023;10(1):11637.

15. Ramírez López JF, Martínez DP. Las dimensiones de satisfacción estudiantil como predictoras de riesgo de deserción escolar en estudiantes de una universidad virtual. RIEE. el 30 de junio de 2022;22(1):37–50.

16. Ledesma Silva YE, Cobos Reina ÁR. Modalidad de estudio y rendimiento académico en la educación superior. epsir. el 13 de noviembre de 2024;9:1–19.

17. Kim S. The effect of metacognition and self‐directed learning readiness on learning performance of nursing students in online practice classes during the COVID ‐19 pandemic period. Nursing Open. enero de 2024;11(1):e2093.

18. Baticulon RE, Sy JJ, Alberto NRI, Baron MBC, Mabulay REC, Rizada LGT, et al. Barriers to Online Learning in the Time of COVID-19: A National Survey of Medical Students in the Philippines. MedSciEduc. abril de 2021;31(2):615–26.

19. Mahdy MAA. The Impact of COVID-19 Pandemic on the Academic Performance of Veterinary Medical Students. Front Vet Sci. el 6 de octubre de 2020;7:594261.

20. Park J, Park H, Lim JE, Rhim HC, Lee YM. Medical students’ perspectives on recommencing clinical rotations during coronavirus disease 2019 at one institution in South Korea. Korean J Med Educ. el 1 de septiembre de 2020;32(3):223–9.

21. Wenceslao P, Felisa G. Challenges to Online Engineering Education during the Covid-19 Pandemic in Eastern Visayas, Philippines. IJLTER. el 30 de marzo de 2021;20(3):84–96.

22. Segbenya M, Bervell B, Minadzi VM, Somuah BA. Modelling the perspectives of distance education students towards online learning during COVID-19 pandemic. Smart Learn Environ. diciembre de 2022;9(1):13.

23. Cusipag MN, Oluyinka S, Bernabe MTN, Bognot FL. Perceptions toward achieving work-life balance and job satisfaction in online teaching. Multidiscip Sci J. el 14 de julio de 2023;6(1):2024012.

24. Mandasari B. The Impact of Online Learning toward Students’ Academic Performance on Business Correspondence Course. edu. el 30 de septiembre de 2020;4(1):98–110.

25. Allam SNS, Hassan MS, Mohideen RS, Ramlan AF, Kamal RM. Online Distance Learning Readiness During Covid-19 Outbreak Among Undergraduate Students. IJARBSS. el 28 de mayo de 2020;10(5):Pages 642-657.

26. Mahadewi LPP, Pudjawan K. The Effect of Guest Lecturers and Online Discussion Forum Towards Students’ Communication Competencies on English for Educational Technologist Course: En Singaraja, Bali, Indonesia; 2021 [citado el 29 de agosto de 2025]. Disponible en: https://www.atlantis-press.com/article/125955242

27. Hernandez-Sampieri R, Mendoza C. Metodología de la investigación: las rutas cuantitativa, cualitativa y mixta. McGraw Hill Mexico. 2018.

28. Liu W, Yang M. Construction of Input-Comparison-Output (ICO) Intercultural Mode for Sustainable Development in EFL Education. Sustainability. el 7 de junio de 2023;15(12):9209.

29. García-Alberti M, Suárez F, Chiyón I, Mosquera Feijoo JC. Challenges and experiences of online evaluation in courses of civil engineering during the lockdown learning due to the COVID-19 pandemic. Education Sciences. 2021;11(2):59.

30. Ferrer J, Iglesias E, Blanco-Gutiérrez I, Estavillo J. Analyzing the impact of COVID-19 on the grades of university education: A case study with economics students. Social sciences & humanities open. 2023;7(1):100428.

31. Iglesias-Pradas S, Hernández-García Á, Chaparro-Peláez J, Prieto JL. Emergency remote teaching and students’ academic performance in higher education during the COVID-19 pandemic: A case study. Computers in human behavior. 2021;119:106713.

32. Martin B, Kaminski-Ozturk N, Smiley R, Spector N, Silvestre J, Bowles W, et al. Assessing the impact of the COVID-19 pandemic on nursing education: A national study of prelicensure RN programs. Journal of nursing regulation. 2023;14(1):S1–67.

33. Head ML, Acosta S, Bickford EG, Leatherland MA. Impact of COVID-19 on undergraduate nursing education: Student perspectives. Academic Medicine. 2022;97(3S):S49–54.

34. Rodríguez-Planas N. COVID-19, college academic performance, and the flexible grading policy: A longitudinal analysis. Journal of Public Economics. 2022;207:104606.

35. Fernández-Castillo A. State-anxiety and academic burnout regarding university access selective examinations in Spain during and after the COVID-19 lockdown. Frontiers in psychology. 2021;12:621863.

36. Kuhfeld M, Soland J, Lewis K. Test Score Patterns Across Three COVID-19-Impacted School Years. Educational Researcher. octubre de 2022;51(7):500–6.

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Published

2025-09-22

How to Cite

1.
Pincay Pilay MM, Vera Pisco DG, Sornoza-Parrales D, Véliz Castro TI, Quimis-Sánchez OA. Educational modality and performance: Differential patterns by major in a university cohort before, during, and after the COVID-19 pandemic. Salud, Ciencia y Tecnología [Internet]. 2025 Sep. 22 [cited 2025 Oct. 26];5:2266. Available from: https://sct.ageditor.ar/index.php/sct/article/view/2266